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Articles: 2'506'133
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28 April 2024
 
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Results 1 to 20 of 62 for query "Deep Ganguli". (0.00 sec.)

[    1    2    3    4    ]   Next

1.
Quantifying Uncertainty in Discrete-Continuous and Skewed Data with Bayesian Deep Learning
Thomas Vandal; Evan Kodra; Jennifer Dy; Sangram Ganguly; Ramakrishna Nemani; Auroop R. Ganguly;
13 Feb 2018
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2.
From deep learning to mechanistic understanding in neuroscience: the structure of retinal prediction
Hidenori Tanaka; Aran Nayebi; Niru Maheswaranathan; Lane McIntosh; Stephen A. Baccus; Surya Ganguli;
12 Dec 2019
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3.
Deep learning versus kernel learning: an empirical study of loss landscape geometry and the time evolution of the Neural Tangent Kernel
Stanislav Fort; Gintare Karolina Dziugaite; Mansheej Paul; Sepideh Kharaghani; Daniel M. Roy; Surya Ganguli;
28 Oct 2020
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4.
Exponential expressivity in deep neural networks through transient chaos
Ben Poole; Subhaneil Lahiri; Maithra Raghu; Jascha Sohl-Dickstein; Surya Ganguli;
17 Jun 2016
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5.
Deep-QPP: A Pairwise Interaction-based Deep Learning Model for Supervised Query Performance Prediction
Suchana Datta; Debasis Ganguly; Derek Greene; Mandar Mitra;
15 Feb 2022
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6.
Learning Sparse Feature Representations using Probabilistic Quadtrees and Deep Belief Nets
Saikat Basu; Manohar Karki; Sangram Ganguly; Robert DiBiano; Supratik Mukhopadhyay; Ramakrishna Nemani;
11 Sep 2015
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7.
What does a deep neural network confidently perceive? The effective dimension of high certainty class manifolds and their low confidence boundaries
Stanislav Fort; Ekin Dogus Cubuk; Surya Ganguli; Samuel S. Schoenholz;
11 Oct 2022
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8.
Deep Learning on a Data Diet: Finding Important Examples Early in Training
Mansheej Paul; Surya Ganguli; Gintare Karolina Dziugaite;
15 Jul 2021
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9.
Bayesian Deep Learning Hyperparameter Search for Robust Function Mapping to Polynomials with Noise
Nidhin Harilal; Udit Bhatia; Auroop R. Ganguly;
23 Jun 2021
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10.
Neural Mechanics: Symmetry and Broken Conservation Laws in Deep Learning Dynamics
Daniel Kunin; Javier Sagastuy-Brena; Surya Ganguli; Daniel L.K. Yamins; Hidenori Tanaka;
8 Dec 2020
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11.
Deep Differentiable Grasp Planner for High-DOF Grippers
Min Liu; Zherong Pan; Kai Xu; Kanishka Ganguly; Dinesh Manocha;
4 Feb 2020
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12.
Map Enhanced Route Travel Time Prediction using Deep Neural Networks
Soumi Das; Rajath Nandan Kalava; Kolli Kiran Kumar; Akhil Kandregula; Kalpam Suhaas; Sourangshu Bhattacharya; Niloy Ganguly;
6 Nov 2019
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13.
A Deep Generative Model for Code-Switched Text
Bidisha Samanta; Sharmila Reddy; Hussain Jagirdar; Niloy Ganguly; Soumen Chakrabarti;
21 Jun 2019
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14.
A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs
Jack Lindsey; Samuel A. Ocko; Surya Ganguli; Stephane Deny;
4 Jan 2019
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15.
Biologically inspired protection of deep networks from adversarial attacks
Aran Nayebi; Surya Ganguli;
27 Mar 2017
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16.
Deep Learning Models of the Retinal Response to Natural Scenes
Lane T. McIntosh; Niru Maheswaranathan; Aran Nayebi; Surya Ganguli; Stephen A. Baccus;
7 Feb 2017
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17.
Survey of Expressivity in Deep Neural Networks
Maithra Raghu; Ben Poole; Jon Kleinberg; Surya Ganguli; Jascha Sohl-Dickstein;
24 Nov 2016
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18.
On the expressive power of deep neural networks
Maithra Raghu; Ben Poole; Jon Kleinberg; Surya Ganguli; Jascha Sohl-Dickstein;
16 Jun 2016
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19.
Deep Unsupervised Learning using Nonequilibrium Thermodynamics
Jascha Sohl-Dickstein; Eric A. Weiss; Niru Maheswaranathan; Surya Ganguli;
12 Mar 2015
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20.
Beyond neural scaling laws: beating power law scaling via data pruning
Ben Sorscher; Robert Geirhos; Shashank Shekhar; Surya Ganguli; Ari S. Morcos;
29 Jun 2022
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